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Aggressive Approximation of the SoftMax Function for Power-Efficient Hardware Implementations

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1 Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"

DOI: 10.1109/tcsii.2021.3120495

Abstract: Neural Network models most often exploit the SoftMax function in the classification stage for computing probabilities through exponentiation and division operations. To reduce the complexity and the energy consumption of such stage, several hardware-friendly approximation… read more here.

Keywords: hardware; approximation; aggressive approximation; approximation softmax ... See more keywords